NCCL_DEBUG=WARN DEEPSPEED_TIMEOUT=120 deepspeed --num_gpus 8 --master_port=19901 src/train.py \
    --deepspeed ds_config/ds_config_3.json \
    --stage sft \
    --model_name_or_path "[PATH_TO_MODEL]" \
    --dataset "warmup_sft_dataset" \
    --interleave_probs "1.0" \
    --do_train \
    --mix_strategy "interleave_over" \
    --template "thinktime"  \
    --finetuning_type full \
    --output_dir "[OUTPUT_PATH]" \
    --overwrite_output_dir \
    --per_device_train_batch_size 2 \
    --gradient_accumulation_steps 16 \
    --lr_scheduler_type cosine \
    --logging_steps 1 \
    --save_steps 100 \
    --learning_rate 1e-5 \
    --warmup_ratio 0.1 \
    --num_train_epochs 0 \
    --max_steps 200 \
    --plot_loss \
    --fp16 \
    --save_only_model \
    --save_safetensors False \
    --preprocessing_num_workers 96 \
    --trust_remote_code True \
    --cutoff_len 10000
